Circuit board visualization
* Displayed process information an in-browser visualization of circuit boards using React which automated a 3 hour quality control process down to sub-second time, and enabled quality control for orders for which it wasn't possible before
* Used celery tasks to query on-prem machines and prepare for visualization
* Partnered with factory technicians to prioritize features based on end-user value and technical feasibility
ETL Pipeline
* Developed infrastructure for Tempo's first ETL pipeline to enable future ML workflows
* Used Terraform to provision ECS, AWS glue and other AWS services
* Queried 6 data sources including 3rd party apis and on-prem machines to collect data for datalake
Labor Model Prediction
* Developed model to predict cost of an order using AWS lambda, which allowed quicker quoting and greater inspectability into the details of the costs of an order